Data Analytics Manager
3 months ago
Build predictive models for credit risk, collections, fraud, and other business needs in Financial Industry.
- Manage and own the entire end-to-end lifecycle of building and validating predictive models along with their deployment and maintenance.
- Engineer predictive features from existing data to build refined customer profiles.
- Identify external data assets to bring into the model mix. work backwards to conceptualize and design analytic model frameworks to solve business problems.
- Strong communication skills to share your learnings, lead with the given strategy, get multiple stakeholders to buy into the vision and execution of the analytics roadmap.
- Minimum Bachelor's degree or equivalent experience in quantitative field (statistics, Mathematics, Coputer Science, Engineering, etc.)
- At least 4 years of hands-on experience in building, evaluating, and monitoring ML collection rist or financial products.
- At least 2 years of leadership experience.
- Solid understanding of mathematics and statistics.
- Sound knowledge of machine learning concepts such as Bagging, Boosting, Recommendation Engines, etc
- Expert in feature creation on a variety of data types.
- Professional experience in building machine learning analytycs model development.
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